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Author:

Wang, Xuyan (Wang, Xuyan.) | Long, Zhoujun (Long, Zhoujun.) | Fan, Sanxia (Fan, Sanxia.) | Yu, Weiyan (Yu, Weiyan.) | Zhou, Haiyan (Zhou, Haiyan.) | Qin, Yulin (Qin, Yulin.)

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EI Scopus

Abstract:

This study focused on two different views about the role of category label in inductive reasoning: perceptional-similarity-based and conception-based views. We used an inductive reasoning task, possibility judgment for a feature of artificial insect, to record behavioral performance in experiment 1 and brain activity with ERP in experiment 2. Two factors were manipulated: visual similarity of artificial insect, and whether with same label or not. The result suggests that the conception-based view is not supported here. The category label may enhance the perceptual characteristics, since labels have same visual and sound features; but it is hard to deny the role of conceptual information contained by a label to affect the inductive reasoning. © 2012 Springer-Verlag.

Keyword:

Computer science Brain Computers Artificial intelligence

Author Community:

  • [ 1 ] [Wang, Xuyan]International WIC Institute, Beijing University of Technology, China
  • [ 2 ] [Wang, Xuyan]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 3 ] [Long, Zhoujun]International WIC Institute, Beijing University of Technology, China
  • [ 4 ] [Long, Zhoujun]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 5 ] [Fan, Sanxia]International WIC Institute, Beijing University of Technology, China
  • [ 6 ] [Fan, Sanxia]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 7 ] [Yu, Weiyan]International WIC Institute, Beijing University of Technology, China
  • [ 8 ] [Yu, Weiyan]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 9 ] [Zhou, Haiyan]International WIC Institute, Beijing University of Technology, China
  • [ 10 ] [Zhou, Haiyan]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 11 ] [Qin, Yulin]International WIC Institute, Beijing University of Technology, China
  • [ 12 ] [Qin, Yulin]Beijing Key Laboratory of MRI and Brain Informatics, China
  • [ 13 ] [Qin, Yulin]Dept. of Psychology, Carnegie Mellon University, United States

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ISSN: 0302-9743

Year: 2012

Volume: 7670 LNAI

Page: 50-60

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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